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by dragontamer
546 days ago
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Traditional MCTS analyzes each line all the way to endgame. I believe neural-net based MCTS (ex: AlphaZero and similar) use the neural-net to determine how deep any line should go. (Ex: which moves are worth exploring? Well, might as well have that itself part of the training / inference neural net). |
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The raw net output includes some values that could be used in addition, but they are not used. I don't know if they were ever looked at closely for this purpose.